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Papers 119

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A Survey on AI-Driven Digital Twins in Industry 4.0: Smart Manufacturing and Advanced Robotics
2021 Sensors article Engineering Digital Transformation in Industry Open access

Ziqi Huang, Yang Shen, Jiayi Li, Marcel Fey, Christian Brecher

417

citations
Continuous Monitoring of Vital Signs Using Cameras: A Systematic Review
2022 Sensors review Engineering Non-Invasive Vital Sign Monitoring Open access

S. Vinothini, Nicolai Spicher, Ju Wang, Nagarajan Ganapathy, Joana M. Warnecke, Steffen K. Leonhardt, +2 more

120

citations
Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions
2020 Sensors article Engineering Reliability and Maintenance Optimization Open access cited by 7 patents

Martin W. Hoffmann, Stephan Wildermuth, Ralf Gitzel, Aydin Boyaci, Jörg Gebhardt, Holger Kaul, +11 more

114

citations
A Comparison of Three Neural Network Approaches for Estimating Joint Angles and Moments from Inertial Measurement Units
2021 Sensors article Engineering Gait Recognition and Analysis Open access cited by 1 patent

Marion Mundt, Wolfgang Potthast, Bernd A. Markert, Ajmal Saeed Mian, Jacqueline A. Alderson

102

citations
Capacitive Field-Effect EIS Chemical Sensors and Biosensors: A Status Report
2020 Sensors article Chemical Engineering Analytical Chemistry and Sensors Open access

Arshak Poghossian, Michael Josef Schöning

84

citations
A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards
2021 Sensors article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

Christian Knaak, Jakob von Eßen, Moritz Kröger, Frederic Schulze, Arnold Gillner

71

citations
Fundamental Concepts of Bipolar and High-Density Surface EMG Understanding and Teaching for Clinical, Occupational, and Sport Applications: Origin, Detection, and Main Errors
2022 Sensors article Engineering Muscle activation and electromyography studies Open access cited by 1 patent

Isabella Campanini, Andrea Merlo, Catherine Dißelhorst-Klug, Luca Mesin, Silvia Muceli, Roberto Merletti

70

citations
Video-Based Hand Movement Analysis of Parkinson Patients before and after Medication Using High-Frame-Rate Videos and MediaPipe
2022 Sensors article Medicine Parkinson's Disease Mechanisms and Treatments Open access

Gökhan Güney, Talisa S. Jansen, Sebastian Dill, Jörg Bernhard Schulz, Manuel Dafotakis, Christoph Hoog Antink, +1 more

68

citations
A Deep Learning-Based Camera Approach for Vital Sign Monitoring Using Thermography Images for ICU Patients
2021 Sensors article Engineering Non-Invasive Vital Sign Monitoring Open access

Simon Lyra, Leon Mayer, Liyang Ou, David C. Chen, Paddy Timms, Andrew Tay, +4 more

59

citations
OMNIVIL—An Autonomous Mobile Manipulator for Flexible Production
2020 Sensors article Engineering Robot Manipulation and Learning Open access

Heiko Engemann, Shengzhi Du, Stephan Kallweit, Patrick Cönen, Harshal Dawar

59

citations
Artificial Neural Network for Atrial Fibrillation Identification in Portable Devices
2020 Sensors article Medicine ECG Monitoring and Analysis Open access

Daniele Marinucci, Agnese Sbrollini, Ilaria Marcantoni, Micaela Morettini, Cees A. Swenne, Laura Burattini

58

citations
Application of Laser-Induced, Deep UV Raman Spectroscopy and Artificial Intelligence in Real-Time Environmental Monitoring—Solutions and First Results
2021 Sensors article Environmental Science Water Quality Monitoring and Analysis Open access

Claudia Post, Simon Brülisauer, Kryss Waldschläger, William F. Hug, Luis Grüneis, Niklas Heyden, +7 more

56

citations
Past and Trends in Cough Sound Acquisition, Automatic Detection and Automatic Classification: A Comparative Review
2022 Sensors article Medicine Phonocardiography and Auscultation Techniques Open access

Antoine Serrurier, Christiane Neuschaefer‐Rube, Rainer Röhrig

55

citations
Deep Learning Automated Segmentation for Muscle and Adipose Tissue from Abdominal Computed Tomography in Polytrauma Patients
2021 Sensors article Computer Science Medical Image Segmentation Techniques Open access

Leanne L. G. C. Ackermans, Leroy Volmer, Leonard Wee, Ralph Brecheisen, Patricia Sánchez González, Alexander P. Seiffert, +5 more

53

citations
Deformation Prediction of Unstable Slopes Based on Real-Time Monitoring and DeepAR Model
2020 Sensors article Engineering Geotechnical Engineering and Analysis Open access cited by 1 patent

Mei Dong, Hui Hu, Rafig Azzam, Liang Zhang, Zengrong Zheng, Xiaonan Gong

49

citations
Process Variability in Top-Down Fabrication of Silicon Nanowire-Based Biosensor Arrays
2021 Sensors article Engineering Nanowire Synthesis and Applications Open access

Marcel Tintelott, Vivek Pachauri, Sven Ingebrandt, Xuan Thang Vu

49

citations
DeepLocBox: Reliable Fingerprinting-Based Indoor Area Localization
2021 Sensors article Engineering Indoor and Outdoor Localization Technologies Open access

Marius Laska, Jörg Blankenbach

45

citations
Quantifying Spatiotemporal Gait Parameters with HoloLens in Healthy Adults and People with Parkinson’s Disease: Test-Retest Reliability, Concurrent Validity, and Face Validity
2020 Sensors article Health Professions Balance, Gait, and Falls Prevention Open access cited by 1 patent

Daphne J. Geerse, Bert H. Coolen, Melvyn Roerdink

42

citations
A Wearable, Multi-Frequency Device to Measure Muscle Activity Combining Simultaneous Electromyography and Electrical Impedance Myography
2022 Sensors article Engineering Muscle activation and electromyography studies Open access cited by 2 patents

Chuong Ngo, Markus Lueken, Alfred Hülkenberg, Cornelius Bollheimer, Andrey Nikolaevich Briko, Alexander V. Kobelev, +2 more

41

citations
Artificial Neural Networks in Motion Analysis—Applications of Unsupervised and Heuristic Feature Selection Techniques
2020 Sensors article Engineering Gait Recognition and Analysis Open access

Marion Mundt, Arnd Koeppe, Franz Bamer, Sina David, Bernd A. Markert

38

citations
Modeling Match Performance in Elite Volleyball Players: Importance of Jump Load and Strength Training Characteristics
2022 Sensors article Medicine Sports Performance and Training Open access

Arie‐Willem de Leeuw, Rick van Baar, Arno Knobbe, Stephan van der Zwaard

38

citations
Tracking of Mental Workload with a Mobile EEG Sensor
2021 Sensors article Neuroscience EEG and Brain-Computer Interfaces Open access

Ekaterina Kutafina, Anne Heiligers, Radomir Popović, Alexander Brenner, Bernd Hankammer, Stephan Jonas, +2 more

35

citations
Visualizing Street Pavement Anomalies through Fog Computing V2I Networks and Machine Learning
2022 Sensors article Engineering Infrastructure Maintenance and Monitoring Open access

Rogelio Bustamante-Bello, Alec García-Barba, Luis A. Arce-Sáenz, Luis A. Curiel-Ramirez, Javier Izquierdo-Reyes, Ricardo A. Ramírez-Mendoza

33

citations
Investigation of the Temperature Compensation of Piezoelectric Weigh-In-Motion Sensors Using a Machine Learning Approach
2022 Sensors article Engineering Transport Systems and Technology Open access

Hailu Yang, Yue Hou, Yue Liu, Pengfei Liu, Linbing Wang

31

citations
Advancing towards Ubiquitous EEG, Correlation of In-Ear EEG with Forehead EEG
2022 Sensors article Neuroscience EEG and Brain-Computer Interfaces Open access

Swati Mandekar, Abigail Holland, Moritz Thielen, Mehdi Behbahani, Mark Melnykowycz

30

citations